Guides
Complete guides and tutorials
This channel collects editorial workflows and tutorials — for example, the 12-step checklist for writing a publishable OpenAI long-form piece. Read through them and you'll absorb GPTMap's content-production standards.
7 article(s) total
What you'll learn in this channel
These are the core topics this channel covers. Each featured article unpacks several of them in depth.
- Editorial handbook
- 12-step publishing flow
- EEAT self-check
- SEO / GEO checklist
- Citation standards
- Retrospective template
OpenAI's Agents Optimization cookbook: a four-round playbook for cheaper support agents
A new official cookbook tutorial on agent optimization: measure a baseline, change one thing per round, and accept savings only after quality holds. Four optimization rounds and a nine-step tuning order, item by item.
Read articleBilingual Content Production: zh Master Drafts, en Rewrites, and Consistency Checks
In a bilingual knowledge base the en version is a rewrite for English readers, not a translation: shared vs independent frontmatter fields, target-language link titles, and a two-round tightening method for over-length fields.
Read articleWorld-State Consistency for Multi-Author Knowledge Bases
The deadliest failure in a multi-author, AI-assisted knowledge base is contradictory facts. GPTMap's world-state pattern: a dated shared-facts snapshot, three-step change propagation, and build-time consistency assertions.
Read articleSource Verification and Review-Until-Clean: A Fact-Checking Workflow for AI Content
The costliest failure in AI-assisted content is the factual error. GPTMap's workflow: three writing rules plus a five-step review loop, with a real verification case from a launch announcement.
Read articleAvoiding Thin Content: Depth Minimums and Self-Check Commands for Long-Form AI Articles
Why is your article stuck at 'Discovered - currently not indexed'? Almost always thin content. This guide gives five depth minimums for long-form AI articles, a structure template, and three copy-paste self-check commands.
Read articleGPTMap Article Maintenance Guide: Re-testing, Version Sync, and Sunset
Publishing is the start, not the end. GPTMap's editorial standard for maintaining a published article: six-month re-test triggers, world-state sync, link health checks, and sunset/merge decisions.
Read articleThe GPTMap editorial checklist: 12 steps to a publishable OpenAI article
The 12-step checklist we use at GPTMap to write a publishable OpenAI article: from topic selection to drafting, EEAT, SEO and GEO signals.
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